[go: up one dir, main page]

TWI566690B - Queen bees breeding estimation method - Google Patents

Queen bees breeding estimation method Download PDF

Info

Publication number
TWI566690B
TWI566690B TW104127216A TW104127216A TWI566690B TW I566690 B TWI566690 B TW I566690B TW 104127216 A TW104127216 A TW 104127216A TW 104127216 A TW104127216 A TW 104127216A TW I566690 B TWI566690 B TW I566690B
Authority
TW
Taiwan
Prior art keywords
parent
source
weight
mth
fth
Prior art date
Application number
TW104127216A
Other languages
Chinese (zh)
Other versions
TW201707559A (en
Inventor
蘇泰盛
鄭雅綺
邱士珍
郭玫均
陳嫡鎔
Original Assignee
國立屏東科技大學
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by 國立屏東科技大學 filed Critical 國立屏東科技大學
Priority to TW104127216A priority Critical patent/TWI566690B/en
Application granted granted Critical
Publication of TWI566690B publication Critical patent/TWI566690B/en
Publication of TW201707559A publication Critical patent/TW201707559A/en

Links

Landscapes

  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Investigating Or Analysing Materials By Optical Means (AREA)

Description

蜂王育種評估方法 Bee King Breeding Evaluation Method

本發明係關於一種昆蟲育種評估方法;特別是關於一種可自動針對蜂類習性培育優良蜂王品種的蜂王育種評估方法。 The present invention relates to an insect breeding evaluation method; in particular, to a method for evaluating queen bee breeding which can automatically breed excellent queen bee varieties for bee habits.

自然界植物多需要昆蟲(如:蜜蜂等)協助授粉繁殖後代,以蜜蜂為例,蜂群為母系社會,主要由一蜂王(女王蜂)、少數雄蜂及多數工蜂組成,工蜂可採集花粉生產蜂群營養來源(如:蜂蜜、蜂王乳及蜂膠等),雄蜂負責與蜂王交配,蜂王身負產卵及維繫蜂群等重任。其中,蜂王能力與蜂群營養來源(蜂產品)的產量息息相關,蜂王會隨其適任能力低落而遭蜂群汰換,但是,為了避免蜂產品的產量與品質降低,養蜂業者通常會以人為方式定期(如:一年)更換新蜂王(即換王)。 In nature, plants need insects (such as bees, etc.) to assist pollination and reproduction of offspring. Taking bees as an example, bee colonies are maternal society, mainly composed of a queen bee (Queen Bee), a few drones and most worker bees. Worker bees can collect pollen to produce bee colony nutrition. Sources (such as honey, royal jelly and propolis, etc.), the drone is responsible for mating with the queen bee, the queen bee is responsible for spawning and maintaining the bee colony. Among them, the ability of the queen bee is closely related to the production of the bee colony's nutrient source (bee product). The queen bee will be replaced by the bee colony with its low capacity. However, in order to avoid the yield and quality of the bee product, the beekeeper usually adopts the artificial method. Regularly (eg, one year) replace the new queen (ie, change the king).

在進行換王作業前,最重要的前置工作為選育優良品種的蜂王(即育王),習知蜂王育種方法多以人工進行,如:巡查各蜂箱的蜂群數量及活動量,加以記錄後憑經驗擇優選配雄蜂與處女蜂(儲備蜂王),以利處女蜂與雄蜂行空中交配後蛻變為蜂王再飛回蜂箱(約7至12天),此期間可由人工移除舊蜂王,以利順利完成換王作業。 Before the change of the king's work, the most important pre-work is to breed the superior breed of the queen bee (ie, the king), and the breeding methods of the known bee king are mostly carried out manually, such as: inspection of the number of bee colonies and activity of each beehive, After recording, the male bee and the virgin bee (reserve bee king) are selected by experience to facilitate the virgin bee and the drone to mate in the air and then become a queen to fly back to the beehive (about 7 to 12 days). During this period, the old queen bee can be removed manually. Eli successfully completed the job of changing the king.

在育王過程中,由於各蜂箱中處女蜂自王台(Queen Cell Cup)羽化時間不同,處女蜂羽化後飛出交配成功與否會影響是否回箱(若未回箱則會產生無王的吵雜現象),更影響培育後代蜂王的父、母群選擇結果。惟,習知人工查箱方式曠時費工,除易錯過各箱之蜂王的最佳交配時間外,且難以目視判斷新蜂王是否回箱,亦無法依據客觀指標(如:採蜜 量、產乳量及採粉量等)評估新蜂王父母群來源的育王組合,導致人為誤差或經驗傳承不佳所致的不良結果,如:需投入大量幼蟲王台才可順利育王等。 In the process of raising the king, because the virgin bee in each beehive has different emergence time from the Queen Cell Cup, the success of the virgin bee flying out of mating will affect whether or not the box will be returned (if it is not returned, there will be no king. The noisy phenomenon) affects the selection of the father and mother group of the queen bee. However, it is difficult to manually miss the best mating time of the bee kings of each box, and it is difficult to visually judge whether the new queen is returning to the box or according to objective indicators (such as collecting honey). The amount of milk, the amount of milk produced, and the amount of powder collected.) The evaluation of the combination of the parental source of the new queen's parents, leading to poor results caused by human error or poor experience, such as the need to invest a large number of larvae Wangtai to successfully raise the king.

有鑑於此,有必要改善上述先前技術的缺點,以符合實際需求,提升其實用性。 In view of this, it is necessary to improve the shortcomings of the prior art described above to meet practical needs and improve its practicability.

本發明係提供一種蜂王育種評估方法,可自動依據蜂群習性評估蜂王的最佳育種組合。 The invention provides a method for evaluating queen bee breeding, which can automatically evaluate the optimal breeding combination of queen bee according to the habit habit.

本發明揭示一種蜂王育種評估方法,係包含:一準備步驟,可將一電腦系統連接一資料庫,該資料庫可儲存數個母源之參數及數個父源之參數,用於執行一育王作業,該電腦系統可耦接至少一收音器,用以測量一蜂箱之音量,該蜂箱可內含一蜂王及數隻蜂;一估算步驟,可由該電腦系統依據該母源之參數計算數個母群評分,可依據該父源之參數計算數個父群評分,可計算各父群評分與各母群評分之均值分別為一候選均值;一選育步驟,可由該電腦系統選取該數個候選均值中最大值對應的母源及父源作為一候選組合後輸出,可供一使用者進行一蜂王除舊佈新過程後,進行一配對步驟;及該配對步驟,可由該電腦系統經該收音器監測該蜂箱之音量,若該音量上升超過一門檻值後,再降至低於該門檻值,以該候選組合作為一育王組合後輸出,否則,可剔除該候選組合對應之候選均值,重新進行該選育步驟,直到輸出該育王組合或無該候選均值為止。 The invention discloses a method for evaluating queen bee breeding, which comprises: a preparation step, a computer system can be connected to a database, and the database can store parameters of several maternal sources and parameters of several parent sources for performing a breeding process. Wang operation, the computer system can be coupled to at least one sound receiver for measuring the volume of a beehive, the beehive can contain a queen bee and a plurality of bees; an estimating step can be calculated by the computer system according to the parameters of the parent source The parent group score can be calculated according to the parameters of the parent source, and the average value of each parent group score and each parent group score can be calculated as a candidate mean value; a selection step can be selected by the computer system. The maternal source and the parent source corresponding to the maximum value of the candidate mean values are output as a candidate combination, and a user can perform a pairing step after the queen is removed from the old process; and the pairing step can be performed by the computer system through the sounder Monitoring the volume of the beehive, if the volume rises above a threshold, and then falls below the threshold, the candidate combination is output as a Yuwang combination, otherwise, the Corresponding to the candidate combination of a candidate mean the re-breeding step, until the output of the king incubated with or without the composition until the mean value candidate.

所述估算步驟中,各父源之編號為f,各母源之編號為m,第m個母源之母群評分的計算方式可如下式所示, 其中,BMS m 為第m個母源之母群評分,Wm1為第m個母源之蜜量權重, Wm2為第m個母源之乳量權重,Wm3為第m個母源之粉量權重,Wm4為第m個母源之領導權重,Wm5為第m個母源之健康權重,Wm6為第m個母源之成本權重, 其中,IEmi為第m個母源之第i個參數,i=1~6分別為一採蜜量、一產乳量、一採粉量、一領導係數、一健康係數、一成本係數,EBi為第i個參數之最大值,ESi為第i個參數之最小值,E mi 為第i個參數之原始資料,為第i個參數之原始資料最大值,為第i個參數之原始資料最小值;第f個父源之父群評分的計算方式可如下式所示, 其中,BFS f 為第f個父源的父群評分,Wf1為第f個父源之生產權重,Wf2為第f個父源之領導權重,Wf3為第f個父源之溫馴權重,Wf4為第f個父源之抗病權重,Wf5為第f個父源之勤勞權重, 其中,QEfj為第f個父源之第j個參數,qE fk 為第f個父源的第k個係數,k=1~5分別為一生產係數、一領導係數、一溫馴係數、一抗病係數、一勤勞係數,EBj為第j個參數之最大值,ESj為第j個參數之最小值,E fk 為第k個係數之原始資料,為第k個參數之原始資料最大值,為第k個參數之原始資料最小值。 In the estimating step, the parent source number is f, the parent source number is m, and the m-th parent source group score is calculated as follows. Where BMS m is the mother group score of the mth maternal source, W m1 is the honey weight of the mth maternal source, W m2 is the milk weight of the mth maternal source, and W m3 is the mth maternal source Powder weight, W m4 is the leadership weight of the mth parent source, W m5 is the health weight of the mth parent source, and W m6 is the cost weight of the mth parent source. Where IE mi is the i-th parameter of the mth maternal source, and i=1~6 are respectively a honey-collecting amount, a milk yield, a powder-collecting amount, a leadership coefficient, a health factor, and a cost coefficient. EB i is the maximum value of the ith parameter, ES i is the minimum value of the ith parameter, and E mi is the original data of the ith parameter. The maximum value of the original data for the ith parameter, The minimum value of the original data of the i-th parameter; the parent group score of the f-th parent source can be calculated as follows: Where BFS f is the parent group of the fth parent source, W f1 is the production weight of the fth parent source, W f2 is the leadership weight of the fth parent source, and W f3 is the tame weight of the fth parent source W f4 is the disease resistance weight of the fth parent source, and W f5 is the hard work weight of the fth parent source. Where QE fj is the jth parameter of the fth parent source, qE fk is the kth coefficient of the fth parent source, and k=1~5 is a production coefficient, a leadership coefficient, a tempering coefficient, and a Disease resistance coefficient, a diligence factor, EB j is the maximum value of the jth parameter, ES j is the minimum value of the jth parameter, and E fk is the original data of the kth coefficient. The maximum value of the raw data for the kth parameter, The minimum value of the original data for the kth parameter.

所述各候選均值的計算方式可如下式所示, 其中,l為母源與父源之排列組合編號,SUM l 為第l個母源與父源之排列組合的候選均值,BMS m 為第m個母源之母群評分,BFS f 為第f個父源的父群評分。 The calculation method of each candidate mean value may be as follows: Where l is the combination number of the parent source and the parent source, SUM l is the candidate mean of the first parent source and the parent source combination, BMS m is the mother group score of the mth parent source, BFS f is the f The parent group's parent group score.

所述第m個母源之蜜量權重可為20%,第m個母源之乳量權重可為20%,第m個母源之粉量權重可為20%,第m個母源之領導權重可為15%,第m個母源之健康權重可為15%,第m個母源之成本權重可為10%。 The honey weight of the mth parent source may be 20%, the milk weight of the mth maternal source may be 20%, and the weight of the mth maternal source may be 20%, the mth maternal source The leadership weight can be 15%, the health weight of the mth maternal source can be 15%, and the cost weight of the mth maternal source can be 10%.

所述第f個父源之生產權重可為20%,第f個父源之領導權重可為20%,第f個父源之溫馴權重可為20%,第f個父源之抗病權重可為20%,第f個父源之勤勞權重可為20%。 The production weight of the fth parent source may be 20%, the leadership weight of the fth parent source may be 20%, the tame weight of the fth parent source may be 20%, and the resistance of the fth parent source is Can be 20%, the industrious weight of the fth parent can be 20%.

所述數個父群評分可為數個父群採蜜評分、數個父群產乳評分或數個父群採粉評分。 The plurality of parent group scores may be scores of several parent groups, a number of parent group milk scores, or several parent group meal scores.

上揭蜂王育種評估方法,可由該電腦系統及收音器測量該蜂箱之音量,可由客觀指標(如:採蜜量、產乳量及採粉量等)自動依據蜂群習性評估蜂王的最佳育種組合,無需人工查箱即可完成,可以達成「自動找出優化後代蜂王之父源、母源的育王組合」功效,可排除習知蜂王育種方法「易錯過各箱之蜂王的最佳交配時間」、「難以目視判斷新蜂王是否回箱」、「無法依據客觀指標評估新蜂王父母群來源的育王組合」及「人為誤差或經驗傳承不佳所致的不良結果」等問題。 The method for evaluating the breeding of the bee king can be measured by the computer system and the sound receiver, and the volume of the beehive can be measured by the computer system and the radio, and the optimal breeding of the queen bee can be automatically determined according to the habit habits of the bee colony by objective indicators (such as the amount of honey collected, the amount of milk produced, and the amount of powder collected). Combination, no need to manually check the box can be completed, you can achieve the "automatically find the optimization of the generation of the next generation of the queen of the bee king, the parent source of the combination of the king of the king" effect, can rule out the breeding method of the known bee king "easy to miss the best mating of the bee king of each box "Time", "It is difficult to visually judge whether the new queen is returning to the box", "cannot evaluate the Yuwang combination of the source of the new queen's parents based on objective indicators" and "bad results caused by human error or poor experience transfer".

1‧‧‧電腦系統 1‧‧‧ computer system

2‧‧‧收音器 2‧‧‧Audio

3‧‧‧蜂箱 3‧‧‧ Beehive

C‧‧‧音量曲線 C‧‧‧Volume curve

S1‧‧‧準備步驟 S1‧‧‧Preparation steps

S2‧‧‧估算步驟 S2‧‧‧ Estimation steps

S3‧‧‧選育步驟 S3‧‧‧ breeding steps

S4‧‧‧配對步驟 S4‧‧‧ Pairing steps

第1圖:係本發明蜂王育種評估方法實施例之系統方塊圖。 Fig. 1 is a system block diagram showing an embodiment of the method for evaluating queen bee breeding of the present invention.

第2圖:係本發明蜂王育種評估方法實施例之方法流程圖。 Fig. 2 is a flow chart showing the method of the method for evaluating the breeding of the queen bee of the present invention.

第3圖:係本發明蜂王育種評估方法實施例之蜂箱音量的量測曲線圖。 Fig. 3 is a graph showing the measurement of the bee volume of the embodiment of the queen bee breeding evaluation method of the present invention.

為讓本發明之上述及其他目的、特徵及優點能更明顯易懂,下文特舉本發明之較佳實施例,並配合所附圖式,作詳細說明如下: The above and other objects, features and advantages of the present invention will become more <RTIgt;

本發明全文所述之「耦接」(coupled connection),係指二電子裝置可經由有線或無線技術(如:Ethernet或Zigbee等)相互通訊,如:含有線及無線網路之異質網路等,惟不以此為限,係本發明所屬技術領域中具有通常知識者可以理解。 The "coupled connection" as used throughout the present invention means that two electronic devices can communicate with each other via wired or wireless technologies (eg, Ethernet or Zigbee, etc.), such as heterogeneous networks including wires and wireless networks. However, it is not limited thereto, and those skilled in the art to which the present invention pertains can understand.

本發明全文所述之「母源」(mother source),係指用來孕育蜂王的雌蜂來源,如:不同廠商之雌蜂幼蟲,惟不以此為限,係本發明所屬技術領域中具有通常知識者可以理解。 The "mother source" as used throughout the present invention refers to the source of the female bee used to breed the queen bee, such as female bee larvae of different manufacturers, but not limited thereto, which has the technical field of the present invention. Usually the knowledge person can understand.

本發明全文所述之「父源」(father source),係指用來孕育蜂王的雄蜂來源,如:養蜂業者本身蜂箱之雄蜂,惟不以此為限,係本發明所屬技術領域中具有通常知識者可以理解。 The "father source" as used throughout the present invention refers to the source of the drone used to breed the queen bee, such as the drone of the beekeeper's own beehive, but is not limited thereto, and is generally in the technical field to which the present invention pertains. Knowledge people can understand.

本發明全文所述之「蜂王除舊佈新過程」,係指使用者以人為方式將來自該母源之幼蟲及選自該父源之雄蜂置於一蜂箱,同時,可由該使用者移除該蜂箱之蜂王,以利產生該蜂箱之新蜂王,係本發明所屬技術領域中具有通常知識者可以理解。 The "bee queen removing the new cloth process" as described in the full text of the present invention means that the user manually places the larvae from the mother source and the male bee selected from the parent source into a beehive, and at the same time, the beehive can be removed by the user. The queen bee, to facilitate the creation of the new queen of the beehive, is understood by those of ordinary skill in the art to which the present invention pertains.

請參閱第1圖所示,其係本發明蜂王育種評估方法實施例之系統方塊圖。其中,該系統實施例可將一電腦系統1連接一資料庫(圖未繪示),該資料庫可儲存數個母源之參數及數個父源之參數,用於執行一育王作業,該電腦系統1耦接至少一收音器2,用以測量至少一蜂箱(beehive)3之音量,該蜂箱3內含一蜂王及數隻蜂(圖未繪示)。在此實施例中,該蜂可為各種蜂(如:蜜蜂等)的特殊品種(如:義大利蜂等);該電腦系統1可為具有資料輸出入及運算功能之裝置或平台;該收音器2可為具有聲音收錄功能之裝置,如:分貝器或麥克風等,惟不以此為限;該蜂箱3僅 以一個作為實施態樣,惟亦可依實際需求增加為數個,在此並不設限。 Please refer to FIG. 1 , which is a system block diagram of an embodiment of the method for evaluating queen bee breeding of the present invention. The system embodiment can connect a computer system 1 to a database (not shown), and the database can store a plurality of parameters of the parent source and parameters of the plurality of parent sources for performing a parenting operation. The computer system 1 is coupled to at least one microphone 2 for measuring the volume of at least one beehive 3, which contains a queen bee and a plurality of bees (not shown). In this embodiment, the bee can be a special variety of various bees (such as bees, etc.) (such as: Italian bees, etc.); the computer system 1 can be a device or platform with data input and output functions; The device 2 can be a device with a sound recording function, such as a decibel or a microphone, but not limited thereto; the beehive 3 only Take one as an implementation, but it can also be increased according to actual needs. There is no limit here.

請參閱第2圖所示,其係本發明蜂王育種評估方法實施例之方法流程圖。其中,該方法實施例可包含一準備步驟S1、一估算步驟S2、一選育步驟S3及一配對步驟S4。請一併參閱第1圖所示,說明如下。 Please refer to FIG. 2, which is a flow chart of the method of the method for evaluating the breeding of the queen bee of the present invention. The method embodiment may include a preparation step S1, an estimation step S2, a selection step S3, and a pairing step S4. Please refer to Figure 1 together, as explained below.

該準備步驟S1,可將該電腦系統連接該資料庫,該資料庫儲存數個母源之參數及數個父源之參數,用於執行該育王作業,該電腦系統耦接至少一收音器,用以測量該蜂箱之音量,該蜂箱內含一蜂王及數隻蜂。在此實施例中,該電腦系統1可直接讀取該資料庫中預存的參數或由使用者輸入原始資料再轉換成該參數,各母源之參數可為〝採蜜量〞、〝產乳量〞、〝採粉量〞、〝領導係數〞、〝健康係數〞及〝成本係數〞等,各父源之參數可為〝生產權重〞、〝領導權重〞、〝溫馴權重〞、〝抗病權重〞、〝勤勞權重〞等,惟不以此為限。 In the preparation step S1, the computer system can be connected to the database, and the database stores parameters of the plurality of maternal sources and parameters of the plurality of parent sources for performing the brooding operation, the computer system is coupled to the at least one radio For measuring the volume of the beehive, the beehive contains a queen bee and several bees. In this embodiment, the computer system 1 can directly read the pre-stored parameters in the database or input the original data by the user and then convert the parameters into the parameters. The parameters of each parent source can be the amount of honey collected, the milk produced. Quantitative 〞, 〝 mining amount 〞, 〝 leadership coefficient 〞, 〝 health factor 〞 and 〝 cost coefficient 〞, etc., the parameters of each parent source can be 〝 production weight 〝, 〝 leadership weight 〝, 〝 驯 驯 驯 〞 〞 〞 Weights, hard work, heavy burdens, etc., but not limited to this.

該估算步驟S2,可由該電腦系統依據該母源之參數計算數個母群評分,依據該父源之參數計算數個父群評分,計算各父群評分與各母群評分之均值分別為一候選均值。其中,各父源之編號為f(f=1,2,3,…),各母源之編號為m(m=1,2,3,…)。在此實施例中,如第1圖所示,該電腦系統1可假設第m個母源之母群評分的計算方式可如下式(1)所示, 其中,BMS m 為第m個母源之母群評分,Wm1為第m個母源之蜜量權重(如:20%),Wm2為第m個母源之乳量權重(如:20%),Wm3為第m個母源之粉量權重(如:20%),Wm4為第m個母源之領導權重(如:15%),Wm5為第m個母源之健康權重(如:15%),Wm6為第m個母源之成本權重(如:10%),用以取得較佳澍值計算成果,各權重之數值亦可自行依不同需求微 調,在此並不設限;另,IE mi 的計算方式可如下式(2)所示: 其中,IEmi為第m個母源之第i個參數,i=1~6分別為一採蜜量、一產乳量、一採粉量、一領導係數、一健康係數、一成本係數,EBi為第i個參數之最大值,ESi為第i個參數之最小值,E mi 為第i個參數之原始資料,為第i個參數之原始資料最大值,為第i個參數之原始資料最小值。 In the estimating step S2, the computer system may calculate a plurality of parent group scores according to the parameters of the parent source, calculate a plurality of parent group scores according to the parameters of the parent source, and calculate an average value of each parent group score and each parent group score respectively. Candidate mean. The parent source number is f(f=1, 2, 3, ...), and the parent source number is m (m=1, 2, 3, ...). In this embodiment, as shown in FIG. 1, the computer system 1 can assume that the mother group score of the mth maternal source can be calculated as shown in the following formula (1). Where BMS m is the mother group score of the mth maternal source, W m1 is the honey weight of the mth maternal source (eg 20%), and W m2 is the milk weight of the mth maternal source (eg 20 %), W m3 is the weight of the mth parent source (eg 20%), W m4 is the leadership weight of the mth parent source (eg 15%), and W m5 is the health of the mth parent source Weight (eg 15%), W m6 is the cost weight of the mth parent source (eg 10%), used to obtain better depreciation calculation results, the value of each weight can also be fine-tuned according to different needs. There is no limit; in addition, IE mi can be calculated as shown in the following formula (2): Where IE mi is the i-th parameter of the mth maternal source, and i=1~6 are respectively a honey-collecting amount, a milk yield, a powder-collecting amount, a leadership coefficient, a health factor, and a cost coefficient. EB i is the maximum value of the ith parameter, ES i is the minimum value of the ith parameter, and E mi is the original data of the ith parameter. The maximum value of the original data for the ith parameter, The minimum value of the original data for the ith parameter.

此外,在此實施例中,該數個父群評分可為數個父群採蜜評分、數個父群產乳評分或數個父群採粉評分等,該電腦系統1可假設第f個父源之父群評分的計算方式如下式(3)所示: 其中,BFS f 為第f個父源的父群評分,Wf1為第f個父源之生產權重(如:20%),Wf2為第f個父源之領導權重(如:20%),Wf3為第f個父源之溫馴權重(如:20%),Wf4為第f個父源之抗病權重(如:20%),Wf5為第f個父源之勤勞權重(如:20%),用以取得較佳數值計算成果,各權重之數值亦可自行依不同需求微調,在此並不設限;另,QE fj 的計算方式可如下式(4)所示: 其中,QEfj為第f個父源之第j個參數,qE fk 為第f個父源的第k個係數,k=1~5分別為一生產係數、一領導係數、一溫馴係數、一抗病係數、一勤勞係數,EBj為第j個參數之最大值,ESj為第j個參數之最小值,E fk 為第k個係數之原始資料,為第k個參數之原始資料最大值,為第k個 參數之原始資料最小值;另,各候選均值的計算方式可如下式(5)所示, 其中,l為母源與父源之排列組合編號,如:1,2,3,…,SUM l 為第l個母源與父源之排列組合的候選均值,BMS m 為第m個母源之母群評分,BFS f 為第f個父源的父群評分。 In addition, in this embodiment, the plurality of parent group scores may be a plurality of parent group scores, a plurality of parent group milk scores, or a plurality of parent group meal scores, etc., the computer system 1 may assume the fth parent The parent group score of the source is calculated as shown in the following formula (3): Which, BFS f is the f th paternal parent group scores, W f1 for the production rights of the f Father source of weight (eg: 20%), W f2 for the leadership of the f Father source of weight (eg: 20%) W f3 is the tame weight of the fth parent source (eg 20%), W f4 is the disease resistance weight of the fth parent source (eg 20%), and W f5 is the industrious weight of the fth parent source ( For example, 20%), in order to obtain better numerical calculation results, the values of each weight can also be fine-tuned according to different needs, and there is no limit here; in addition, QE fj can be calculated as shown in the following formula (4): Where QE fj is the jth parameter of the fth parent source, qE fk is the kth coefficient of the fth parent source, and k=1~5 is a production coefficient, a leadership coefficient, a tempering coefficient, and a Disease resistance coefficient, a diligence factor, EB j is the maximum value of the jth parameter, ES j is the minimum value of the jth parameter, and E fk is the original data of the kth coefficient. The maximum value of the raw data for the kth parameter, The minimum value of the original data of the kth parameter; in addition, the calculation method of each candidate mean value can be as shown in the following formula (5). Where l is the combination number of the parent source and the parent source, such as: 1, 2, 3, ..., SUM l is the candidate mean of the combination of the first maternal source and the parent source, and BMS m is the mth maternal source The parent group score, BFS f is the parent group of the fth parent source.

該選育步驟S3,可由該電腦系統選取該數個候選均值中最大值對應的母源及父源作為一候選組合後輸出,供一使用者進行一〝蜂王除舊佈新過程〞後,進行一配對步驟。在此實施例中,該電腦系統1可先將該數個候選均值進行數值排序,如:利用泡沫排序法等,以便選取該數個候選均值中排序最高的參數對應的母源及父源(即用於培育後代蜂王的育王組合)作為該候選組合,並將該候選組合輸出(如:顯示、播放聲響或印出訊息等),供該使用者進行該蜂王除舊佈新過程,亦即,將來自該候選組合中母源之幼蟲及選自該候選組合中父源之雄蜂置於該蜂箱3,其中,該母源之幼蟲可先置於人工王台(Queen Cell Cup),該父源之雄蜂可置於人工蜂巢片(Honeycomb),以便置入該蜂箱3,當該蜂箱3中王台的幼蟲羽化成處女蜂,該處女蜂與雄蜂可行空中交配,使該處女蜂蛻變為蜂王,再飛回蜂箱,此過程約7至12天;此過程中,可由該使用者移除該蜂箱之蜂王,以利蜂群接受新蜂王;之後,該電腦系統1可等待一待工時間(如:一天)後自動進行該配對步驟S4,亦可等待該使用者輸入指令再進行該配對步驟S4,在此並不設限。 In the breeding step S3, the computer system may select the parent source and the parent source corresponding to the maximum value among the plurality of candidate mean values as a candidate combination, and output the result for a user to perform a pairing step after performing a new process of removing the old king. . In this embodiment, the computer system 1 may first sort the plurality of candidate mean values, such as: using a bubble sorting method, etc., to select a parent source and a parent source corresponding to the highest ranked one of the plurality of candidate mean values ( That is, the breeding combination for the generation of the queen bee) as the candidate combination, and outputting the candidate combination (such as: displaying, playing sound or printing a message, etc.) for the user to perform the new process of the queen bee, that is, The larvae from the maternal source of the candidate combination and the male bee selected from the parental source of the candidate combination are placed in the beehive 3, wherein the larvae of the maternal source can be first placed in the Queen Cell Cup, the parent source The drone can be placed in an artificial honeycomb (Honeycomb) to be placed in the beehive 3, and when the larvae of the king of the beehive 3 are turned into a virgin bee, the virgin bee and the drone can mate in the air to make the virgin bee become a queen bee, and then Fly back to the beehive, this process is about 7 to 12 days; during this process, the beekeeper of the beehive can be removed by the user to facilitate the bee colony to accept the new queen. After that, the computer system 1 can wait for a waiting time (eg: Automatically after one day) Pairing step S4, the user may wait for further input instructions to the pairing step S4, this is not restrictions.

該配對步驟S4,可由該電腦系統經該收音器監測該蜂箱之音量,若該音量上升超過一門檻值後,再降至低於該門檻值,以該候選組合作為一育王組合後輸出,否則,剔除該候選組合對應之候選均值,重新進行該選育步驟S3,直到輸出該育王組合或無該候選均值為止。在此實施 例中,由於蜜蜂的習性使然,若該蜂箱3內無蜂王,則箱內工蜂會由平靜狀態逐漸產生恐慌狀態,而發出〝嗡嗡〞聲,在新的蜂王未飛入該蜂箱3前,可由該電腦系統1接收該收音器2的輸出訊號,用以監測該蜂箱3之音量,若該音量上升超過一門檻值(如:75分貝)後,經過一段時間(如:7至12天),再降至低於該門檻值(如第3圖所示之音量曲線C),即表示新的蜂王已飛入該蜂箱3內,箱內工蜂在接受蜂王後,可由恐慌狀態逐漸回復為平靜狀態,該電腦系統1可認定該母源之幼蟲已蛻變成該蜂箱3之蜂王,並以該候選組合作為該育王組合後輸出,供使用者利用該育王組合作為培育其他蜂王之父源、母源;否則,可能表示遇到一些不可預知因素阻撓(如:蜂王未飛回箱內、飛錯蜂箱或未被蜂群接受),該電腦系統1可剔除該候選組合對應之候選均值,再重新進行該選育步驟S3,以便選取該數個候選均值中排序最高的參數對應的母源及父源作為另一候選組合,供該使用者進行另一蜂王除舊佈新過程,之後,再重新進行該配對步驟S4,直到輸出該育王組合或無該候選均值為止。其中,使用者亦可依實際需求重複進行本發明蜂王育種評估方法實施例,以利產生具有特殊功能的蜂王。依此類推,可自動找出優化後代蜂王之父源、母源的育王組合,可排除人為誤差或經驗傳承不佳所致的不良結果,如:需大量放入幼蟲王台才可順利育王等。以下舉例說明本發明蜂王育種評估方法實施例之實際應用情形,惟不以此為限。 In the pairing step S4, the computer system can monitor the volume of the beehive by the radio. If the volume rises above a threshold, and then falls below the threshold, the candidate combination is output as a Yuwang combination. Otherwise, the candidate mean corresponding to the candidate combination is eliminated, and the breeding step S3 is repeated until the parental combination is output or there is no candidate mean. Implemented here In the example, due to the habit of the bee, if there is no bee king in the beehive 3, the worker bee in the box will gradually become panic from a calm state, and beep, before the new queen is not flying into the beehive 3, The output signal of the radio 2 can be received by the computer system 1 for monitoring the volume of the beehive 3, and if the volume rises above a threshold (eg, 75 decibels), after a period of time (eg, 7 to 12 days) And then fall below the threshold (such as the volume curve C shown in Figure 3), which means that the new queen has flew into the beehive 3, and the worker bee in the box can gradually return to calm after panic. In the state, the computer system 1 can recognize that the larva of the maternal source has become the queen bee of the beehive 3, and output the candidate combination as the breeding combination for the user to use the breeding combination as the parent source of other queen bees. , maternal source; otherwise, it may indicate that some unpredictable factors are obstructed (eg, the queen is not flying back into the box, flying the wrong beehive or not being accepted by the bee colony), and the computer system 1 can eliminate the candidate mean corresponding to the candidate combination. Re-run the breeding step S3, in order to select the parent source and the parent source corresponding to the highest ranked one of the plurality of candidate mean values as another candidate combination, for the user to perform another new process of the queen bee, and then repeat the pairing step S4 until the output The Yuwang combination may not have the candidate mean. The user can also repeat the embodiment of the bee breeding evaluation method of the present invention according to actual needs, so as to produce a queen bee with special functions. By analogy, it can automatically find out the combination of the parent and source of the progeny of the queen, and eliminate the bad results caused by human error or poor experience. For example, it is necessary to put a lot of larvae into the larvae to successfully raise the king. . The following is an example of the practical application of the embodiment of the method for evaluating the breeding of the queen bee of the present invention, but is not limited thereto.

舉例而言,該電腦系統1可由使用者輸入原始資料再轉換成該數個母源之參數,其中,數個母源(如:養蜂廠商)之原始資料可如下表一所示。 For example, the computer system 1 can input the original data by the user and convert the parameters into the parameters of the plurality of maternal sources. The source materials of the plurality of maternal sources (eg, beekeepers) can be as shown in Table 1 below.

其中,採蜜量、產乳量、採粉量之EBi、ESi分別為90、10,成本之EBi、ESi分別為10、90,強=90,中=80,弱=70,帶入上式(2),以母源代號VQM5為例,可分別試算採蜜量、產乳量與採粉量,如下所示:採蜜量:, 產乳量:, 採粉量:,依此類推,可得其餘參數的計算結果,轉換後之參數可如下表二所示。 Among them, the EB i and ES i of the amount of honey collected, the amount of milk produced, and the amount of powder collected are 90 and 10, respectively, and the EB i and ES i of the cost are 10, 90, strong = 90, medium = 80, and weak = 70, respectively. Bring into the above formula (2), taking the parent source code VQM 5 as an example, the amount of honey collected, the amount of milk produced and the amount of powder collected can be separately calculated as follows: the amount of honey collected: , milk production: , the amount of powder collected: , and so on, the calculation results of the remaining parameters can be obtained, and the converted parameters can be as shown in Table 2 below.

接著,該電腦系統1可將上表二中數值帶入上式(1),其中,該蜜量權重為20%,該乳量權重為20%,該粉量權重為20%,該領導權重為15%,該健康權重為15%,該成本權重為10%,可算出第1至5個母源之母群評分,如下表三所示。 Next, the computer system 1 can bring the value in the above table 2 into the above formula (1), wherein the honey weight is 20%, the milk weight is 20%, and the powder weight is 20%, the leadership weight For 15%, the health weight is 15%, and the cost weight is 10%. The parent group scores of the 1st to 5th maternal sources can be calculated, as shown in Table 3 below.

接著,該電腦系統1可由使用者輸入原始資料再轉換成該數個父源之參數,其中,數個父源(如:養蜂業者的蜂箱)之原始資料可如下表四所示。 Then, the computer system 1 can input the original data by the user and convert the parameters into the parameters of the plurality of parent sources, wherein the original data of the plurality of parent sources (eg, the beekeeper's beehive) can be as shown in Table 4 below.

其中,採蜜量、產乳量、採粉量之EBi、ESi分別為90、10,強=90,中=80,弱=70,帶入上式(4),以父代號VQF5為例,可分別試算採蜜量、產乳量與採粉量如下所示:採蜜量:, 產乳量:, 採粉量:,依此類推,可得其餘參數的計算結果,轉換後之參數可如下表五所示。 Among them, the EB i and ES i of the amount of honey collected, the amount of milk produced, and the amount of powder collected are 90, 10, strong = 90, medium = 80, weak = 70, brought into the above formula (4), with the parent code VQF 5 For example, the amount of honey collected, the amount of milk produced, and the amount of powder collected can be calculated as follows: , milk production: , the amount of powder collected: , and so on, the calculation results of the remaining parameters can be obtained, and the converted parameters can be as shown in Table 5 below.

接著,該電腦系統1可將上表五中數值帶入上式(3),其中,該生產權重為20%,該領導權重為20%,該溫馴權重為20%,該抗病權重為20%,該勤勞權重為20%,可算出第1至5個父源之父群採蜜評分、父群產乳評分、父群採粉評分,如下表六所示。 Then, the computer system 1 can bring the value in the above table 5 into the above formula (3), wherein the production weight is 20%, the leadership weight is 20%, the warm weight is 20%, and the disease weight is 20 %, the industrious weight is 20%, and the scores of the fathers of the 1st to 5th parents can be calculated, the scores of the parent group, and the scores of the father group, as shown in Table 6 below.

接著,該電腦系統1可將上表三、六的資料帶入上式(5),用以計算各候選均值,如:採蜜量、產乳量或採粉量之均值,例如:採蜜量之均值,如下所示: 其中,SUM1至SUM25經過從大到小排序後,若SUM25為數值最高者(最大值),則可選擇VQM5(廠商名稱:涂O方)作為母源,另可選擇VQF5(蜂箱編號:173)作為父源,用以共同組成該候選組合,供該使用者將來自該母源之幼蟲及選自該父源之雄蜂置於該蜂箱3,並由該使用者移除該蜂箱3之蜂王,以利培育新蜂王。依此類推,亦可計算產乳量或採粉量之均值排序後取最大值作為選用該候選組合之依據,係所屬技術領域中具有通常知識者可以理解,在此容不贅述。 Next, the computer system 1 can bring the data of the above Tables 3 and 6 into the above formula (5) to calculate the average value of each candidate, such as the average amount of honey collected, the amount of milk produced or the amount of powder collected, for example: collecting honey The mean of the quantities is as follows: Among them, after SUM 1 to SUM 25 are sorted from large to small, if SUM 25 is the highest value (maximum value), VQM 5 (manufacturer name: coated O square) can be selected as the parent source, and VQF 5 can be selected ( The beehive number: 173) is used as a parent source to jointly form the candidate combination, and the user places the larvae from the parent source and the drone selected from the parent source in the beehive 3, and the user removes the The bee king of Beehive 3, to facilitate the cultivation of the new queen. By analogy, the average value of the milk production amount or the powder collection amount can be calculated as the basis for selecting the candidate combination, which can be understood by those having ordinary knowledge in the technical field, and will not be described here.

之後,可由該電腦系統1經該收音器2監測該蜂箱3之音 量,若該音量上升超過該門檻值後,再降至低於該門檻值,可認定該母源之幼蟲已蛻變成該蜂箱3之蜂王,以該候選組合作為培育蜂王之育王組合後輸出,否則,剔除該候選組合對應之候選均值(SUM25),重新進行該選育步驟S3,以便採用SUM1至SUM24中最大值對應的母源及父源作為該候選組合,再進行該配對步驟S4,用以輸出該育王組合,供使用者利用產生該蜂王的育王組合(母源及父源)產生其他蜂箱3之蜂王,還可以該育王組合作為次年換王之母源及父源。其中,次年換王之母源及父源可排除前三年用過的育王組合,用以避免近親繁殖產生問題蜂王(如:殘障等)。 After that, the computer system 1 can monitor the volume of the beehive 3 via the radio 2, and if the volume rises above the threshold, and then falls below the threshold, it can be determined that the larva of the maternal source has become the beehive. The bee king of 3, the candidate combination is output as the breeding king combination of the queen bee, otherwise, the candidate mean corresponding to the candidate combination is removed (SUM 25 ), and the breeding step S3 is performed again to adopt the largest of SUM 1 to SUM 24 The parent source and the parent source corresponding to the value are used as the candidate combination, and the pairing step S4 is performed to output the parenting combination for the user to generate other beehives 3 by using the parenting combination (maternal source and parent source) that generates the queen. The bee king can also use the Yuwang combination as the mother source and father source of the next year. Among them, the next year's mother source and father source can exclude the combination of the kings used in the previous three years, in order to avoid the problem of inbreeding to produce problems (such as: disability, etc.).

藉由前揭之技術手段,本發明蜂王育種評估方法實施例的主要特點列舉如下:首先,可將該電腦系統1連接該資料庫,該資料庫可儲存數個母源之參數及數個父源之參數,用於執行該育王作業,該電腦系統1可耦接至少一收音器2,用以測量該蜂箱3之音量,該蜂箱3內含該蜂王(舊蜂王)及數隻蜂;接著,可由該電腦系統1依據該母源之參數計算數個母群評分,再依據該父源之參數計算數個父群評分,可計算各父群評分與各母群評分之均值分別為各候選均值;接著,可由該電腦系統1選取該數個候選均值中最大值對應的母源及父源作為該候選組合後輸出,供該使用者進行該蜂王除舊佈新過程;之後,可由該電腦系統1經該收音器2監測該蜂箱3之音量,若該音量上升超過該門檻值後,再降至低於該門檻值,以該候選組合作為該育王組合後輸出(用以培育新種蜂王),否則,剔除該候選組合對應之候選均值,直到輸出該育王組合或無該候選均值為止。 The main features of the embodiment of the method for evaluating queen bee breeding according to the present invention are as follows: First, the computer system 1 can be connected to the database, and the database can store parameters of several maternal sources and a plurality of parents. a parameter of the source, the computer system 1 can be coupled to at least one sounder 2 for measuring the volume of the beehive 3, the beehive 3 containing the queen bee (old queen) and a plurality of bees; Then, the computer system 1 can calculate a plurality of parent group scores according to the parameters of the parent source, and then calculate a plurality of parent group scores according to the parameters of the parent source, and calculate the average value of each parent group score and each parent group score respectively. a candidate mean value; next, the computer system 1 selects the parent source and the parent source corresponding to the maximum value among the plurality of candidate mean values as the candidate combination, and outputs the new combination process for the user to perform the new process; and thereafter, the computer system 1 The volume of the beehive 3 is monitored by the sounder 2, and if the volume rises above the threshold, it falls below the threshold, and the candidate combination is output as the Yuwang combination (to breed a new species of queen bee). Otherwise, reject the candidate corresponding to a combination of the average candidate, until the output of the king incubated with or without the composition until the mean value candidate.

承上,本發明蜂王育種評估方法實施例可由該電腦系統1及收音器2測量該蜂箱3之音量,可由客觀指標(如:採蜜量、產乳量及採粉量等)自動依據蜂群習性評估蜂王的最佳育種組合,無需人工查箱即可完成,可以達成「自動找出優化後代蜂王之父源、母源的育王組合」功效,可排除習知蜂王育種方法「易錯過各箱之蜂王的最佳交配時間」、「難以目 視判斷新蜂王是否回箱」、「無法依據客觀指標評估新蜂王父母群來源的育王組合」及「人為誤差或經驗傳承不佳所致的不良結果」等問題。 According to the embodiment of the method for evaluating the breeding of the queen bee of the present invention, the volume of the beehive 3 can be measured by the computer system 1 and the sounder 2, and can be automatically determined according to the objective index (such as the amount of honey collected, the amount of milk produced, and the amount of powder collected). Habits to evaluate the best breeding combination of the queen bee, without the need to manually check the box, you can achieve the "automatically find the optimization of the generation of the next generation of the queen of the queen, the parent source of the combination of the king of the king" effect, can rule out the breeding method of the known bee king "easy to miss each The best mating time of the bee king of the box" Depending on whether the new queen is returning to the box, "there is no way to assess the source of the parental group of the new queens based on objective indicators" and "bad results caused by human error or poor experience."

雖然本發明已利用上述較佳實施例揭示,然其並非用以限定本發明,任何熟習此技藝者在不脫離本發明之精神和範圍之內,相對上述實施例進行各種更動與修改仍屬本發明所保護之技術範疇,因此本發明之保護範圍當視後附之申請專利範圍所界定者為準。 While the invention has been described in connection with the preferred embodiments described above, it is not intended to limit the scope of the invention. The technical scope of the invention is protected, and therefore the scope of the invention is defined by the scope of the appended claims.

S1‧‧‧準備步驟 S1‧‧‧Preparation steps

S2‧‧‧估算步驟 S2‧‧‧ Estimation steps

S3‧‧‧選育步驟 S3‧‧‧ breeding steps

S4‧‧‧配對步驟 S4‧‧‧ Pairing steps

Claims (6)

一種蜂王育種評估方法,係包含:一準備步驟,將一電腦系統連接一資料庫,該資料庫儲存數個母源之參數及數個父源之參數,用於執行一育王作業,該電腦系統耦接至少一收音器,用以測量一蜂箱之音量,該蜂箱內含一蜂王及數隻蜂;一估算步驟,由該電腦系統依據該母源之參數計算數個母群評分,依據該父源之參數計算數個父群評分,計算各父群評分與各母群評分之均值分別為一候選均值;一選育步驟,由該電腦系統選取該數個候選均值中最大值對應的母源及父源作為一候選組合後輸出,供一使用者進行一蜂王除舊佈新過程後,進行一配對步驟;及該配對步驟,由該電腦系統經該收音器監測該蜂箱之音量,若該音量上升超過一門檻值後,再降至低於該門檻值,以該候選組合作為一育王組合後輸出,否則,剔除該候選組合對應之候選均值,重新進行該選育步驟,直到輸出該育王組合或無該候選均值為止。 A method for evaluating a bee breeding method comprises: a preparation step of connecting a computer system to a database, the database storing parameters of a plurality of maternal sources and parameters of a plurality of parent sources for performing a Yuwang operation, the computer The system is coupled to the at least one sound receiver for measuring the volume of a beehive, the beehive includes a queen bee and a plurality of bees; and in an estimating step, the computer system calculates a plurality of parent group scores according to the parameters of the parent source, according to the The parameter of the parent source calculates a plurality of parent group scores, and the average value of each parent group score and each parent group score is calculated as a candidate mean value; in a selection step, the computer system selects the mother corresponding to the maximum value among the plurality of candidate mean values The source and the parent source are output as a candidate combination, and a user performs a pairing step after the queen is removed from the old process; and the pairing step monitors the volume of the beehive by the computer system via the microphone, and if the volume rises After more than one threshold value, it falls below the threshold value, and the candidate combination is output as a Yuwang combination. Otherwise, the candidate mean corresponding to the candidate combination is removed, and Breeding rows of the step, until the output of the non-incubated until the king or the combination candidate mean. 根據申請專利範圍第1項所述的蜂王育種評估方法,其中在該估算步驟中,各父源之編號為f,各母源之編號為m,第m個母源之母群評分的計算方式如下式所示, 其中,BMS m 為第m個母源之母群評分,Wm1為第m個母源之蜜量權重,Wm2為第m個母源之乳量權重,Wm3為第m個母源之粉量權重,Wm4為第m個母源之領導權重,Wm5為第m個母源之健康權重,Wm6為第m個母源之成本權重, 其中,IEmi為第m個母源之第i個參數,i=1~6分別為一採蜜量、一產乳量、一採粉量、一領導係數、一健康係數、一成本係數,EBi為第i個參數之最大值,ESi為第i個參數之最小值,E mi 為第i個參數之原始資料,為第i個參數之原始資料最大值,為第i個參數之原始資料最小值;第f個父源之父群評分的計算方式如下式所示, 其中,BFS f 為第f個父源的父群評分,Wf1為第f個父源之生產權重,Wf2為第f個父源之領導權重,Wf3為第f個父源之溫馴權重,Wf4為第f個父源之抗病權重,Wf5為第f個父源之勤勞權重, 其中,QEfj為第f個父源之第j個參數,qE fk 為第f個父源的第k個係數,k=1~5分別為一生產係數、一領導係數、一溫馴係數、一抗病係數、一勤勞係數,EBj為第j個參數之最大值,ESj為第j個參數之最小值,E fk 為第k個係數之原始資料,為第k個參數之原始資料最大值,為第k個參數之原始資料最小值。 According to the method for evaluating queen bee breeding according to item 1 of the patent application scope, in the estimating step, the parent source number is f, the parent source number is m, and the m-th parent source group score is calculated. As shown in the following example, Where BMS m is the mother group score of the mth maternal source, W m1 is the honey weight of the mth maternal source, W m2 is the milk weight of the mth maternal source, and W m3 is the mth maternal source Powder weight, W m4 is the leadership weight of the mth parent source, W m5 is the health weight of the mth parent source, and W m6 is the cost weight of the mth parent source. Where IE mi is the i-th parameter of the mth maternal source, and i=1~6 are respectively a honey-collecting amount, a milk yield, a powder-collecting amount, a leadership coefficient, a health factor, and a cost coefficient. EB i is the maximum value of the ith parameter, ES i is the minimum value of the ith parameter, and E mi is the original data of the ith parameter. The maximum value of the original data for the ith parameter, The minimum value of the original data of the i-th parameter; the parent group score of the f-th parent source is calculated as follows: Where BFS f is the parent group of the fth parent source, W f1 is the production weight of the fth parent source, W f2 is the leadership weight of the fth parent source, and W f3 is the tame weight of the fth parent source W f4 is the disease resistance weight of the fth parent source, and W f5 is the hard work weight of the fth parent source. Where QE fj is the jth parameter of the fth parent source, qE fk is the kth coefficient of the fth parent source, and k=1~5 is a production coefficient, a leadership coefficient, a tempering coefficient, and a Disease resistance coefficient, a diligence factor, EB j is the maximum value of the jth parameter, ES j is the minimum value of the jth parameter, and E fk is the original data of the kth coefficient. The maximum value of the raw data for the kth parameter, The minimum value of the original data for the kth parameter. 根據申請專利範圍第2項所述的蜂王育種評估方法,其中各候選均值的計算方式如下式所示, 其中,l為母源與父源之排列組合編號,SUM l 為第l個母源與父源之排列組合的候選均值,BMS m 為第m個母源之母群評分,BFS f 為第f個父源 的父群評分。 According to the bee breeding evaluation method described in item 2 of the patent application scope, the calculation method of each candidate mean value is as follows: Where l is the combination number of the parent source and the parent source, SUM l is the candidate mean of the first parent source and the parent source combination, BMS m is the mother group score of the mth parent source, BFS f is the f The parent group's parent group score. 根據申請專利範圍第2項所述的蜂王育種評估方法,其中第m個母源之蜜量權重為20%,第m個母源之乳量權重為20%,第m個母源之粉量權重為20%,第m個母源之領導權重為15%,第m個母源之健康權重為15%,第m個母源之成本權重為10%。 According to the method for evaluating the breeding of queen bee according to item 2 of the patent application scope, wherein the weight of the mth maternal honey is 20%, the weight of the mth maternal milk is 20%, and the amount of the mth maternal powder The weight is 20%, the leadership weight of the mth parent source is 15%, the health weight of the mth parent source is 15%, and the cost weight of the mth parent source is 10%. 根據申請專利範圍第2項所述的蜂王育種評估方法,其中第f個父源之生產權重為20%,第f個父源之領導權重為20%,第f個父源之溫馴權重為20%,第f個父源之抗病權重為20%,第f個父源之勤勞權重為20%。 According to the evaluation method of the queen bee breeding according to item 2 of the patent application scope, the production weight of the fth parent source is 20%, the leadership weight of the fth parent source is 20%, and the tame weight of the fth parent source is 20 %, the f-father source has a disease resistance weight of 20%, and the f-father source has a hard work weight of 20%. 根據申請專利範圍第1項所述的蜂王育種評估方法,其中該數個父群評分為數個父群採蜜評分、數個父群產乳評分或數個父群採粉評分。 According to the method for evaluating queen bee breeding according to item 1 of the patent application scope, the plurality of parent group scores are several parent group honey collecting scores, several parent group milking scores or several parent group mining scores.
TW104127216A 2015-08-20 2015-08-20 Queen bees breeding estimation method TWI566690B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
TW104127216A TWI566690B (en) 2015-08-20 2015-08-20 Queen bees breeding estimation method

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
TW104127216A TWI566690B (en) 2015-08-20 2015-08-20 Queen bees breeding estimation method

Publications (2)

Publication Number Publication Date
TWI566690B true TWI566690B (en) 2017-01-21
TW201707559A TW201707559A (en) 2017-03-01

Family

ID=58408017

Family Applications (1)

Application Number Title Priority Date Filing Date
TW104127216A TWI566690B (en) 2015-08-20 2015-08-20 Queen bees breeding estimation method

Country Status (1)

Country Link
TW (1) TWI566690B (en)

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2008128310A2 (en) * 2007-04-18 2008-10-30 Universidade Federal De Lavras Traceability system applied to farm production activities, industrialization and commercialization of bee products
CN103385222A (en) * 2013-08-14 2013-11-13 遵义师范学院 Method for cultivating Chinese bee queens in bulk by using Chinese bee natural stylobates
CN103734098A (en) * 2014-01-30 2014-04-23 云南省农业科学院蚕桑蜜蜂研究所 Method for batch breeding of queen bees or fixed-day-age worker bees
WO2014137225A1 (en) * 2013-03-04 2014-09-12 Engel Grant Errol Honeycomb cutting apparatus and honey collection system

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2008128310A2 (en) * 2007-04-18 2008-10-30 Universidade Federal De Lavras Traceability system applied to farm production activities, industrialization and commercialization of bee products
WO2014137225A1 (en) * 2013-03-04 2014-09-12 Engel Grant Errol Honeycomb cutting apparatus and honey collection system
CN103385222A (en) * 2013-08-14 2013-11-13 遵义师范学院 Method for cultivating Chinese bee queens in bulk by using Chinese bee natural stylobates
CN103734098A (en) * 2014-01-30 2014-04-23 云南省农业科学院蚕桑蜜蜂研究所 Method for batch breeding of queen bees or fixed-day-age worker bees

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
苗栗區農業專訊第55期「高產蜂蜜種群選育」 *

Also Published As

Publication number Publication date
TW201707559A (en) 2017-03-01

Similar Documents

Publication Publication Date Title
Guichard et al. Advances and perspectives in selecting resistance traits against the parasitic mite Varroa destructor in honey bees
Flores et al. Effect of the climate change on honey bee colonies in a temperate Mediterranean zone assessed through remote hive weight monitoring system in conjunction with exhaustive colonies assessment
Schemmel Studies on the genetics of feeding behaviour in the cave fish Astyanax mexicanus f. Anoptichthys: an example of apparent monofactorial inheritance by polygenes
Masterman et al. Olfactory and behavioral response thresholds to odors of diseased brood differ between hygienic and non-hygienic honey bees (Apis mellifera L.)
Jensen et al. Dynamic forecasting of individual cow milk yield in automatic milking systems
Weis et al. The strength of assortative mating for flowering date and its basis in individual variation in flowering schedule
Cale Jr et al. Heterosis in the honey bee (Apis mellifera L.)
CN106719464B (en) Simple device for indoor determination of bee collecting capacity and determination method thereof
CN206565116U (en) A kind of easy device of indoor measurement honeybee acquisition capacity
WO2021219486A1 (en) Systems and methods for monitoring pollination activity
TWI566690B (en) Queen bees breeding estimation method
Uzunov et al. Performance testing protocol
CN117016418A (en) A precision feeding system suitable for dairy farming
Kamboj et al. Comparative quality traits of Apis meliifera L. queens raised through standard queen rearing methods in the spring breeding season
Buchegger et al. Relationships between resistance characteristics of honey bees (Apis mellifera) against Varroa mites (Varroa destructor)
Basso et al. Genetic analysis of royal jelly production and behaviour traits of honeybees
Faquinello et al. Parameters for royal jelly production in Africanized honeybees
WO2011001423A2 (en) System of breeding bumblebees for improved monitoring and increased pollination efficiency
Ruvinga et al. Prediction of honeybee swarms using audio signals and convolutional neural networks
Ramirez-Diaz et al. Using supervised machine learning for honey harvest prediction
Su et al. Integration of audio surveillance on a queen bee rearing and breeding management system
CN116010764A (en) Multistage matrix space optimization method for rapidly identifying bee behaviors based on Internet of things data
TWI566691B (en) Honey capacity management method
CN108157298B (en) A method to detect cleaning behavior of honeybees
Merkl Jr Utilizing unmanned aerial systems to sample insects in soybean

Legal Events

Date Code Title Description
MM4A Annulment or lapse of patent due to non-payment of fees